Minimum cost-compression risk in principal component analysis

Bhargab Chattopadhyay, Swarnali Banerjee

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)422-441
Number of pages20
JournalAustralian and New Zealand Journal of Statistics
Volume64
Issue number4
DOIs
StatePublished - Dec 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Keywords

  • compression loss
  • covariance matrix estimation
  • dimension reduction
  • principal component analysis
  • two-stage algorithm

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